Associative recognition of signals by a specialized network of formal neurons

Associative distribution of complex signals by a network of formal neurons is discussed. A mathematical analysis of equations describing processes in the neuron network suggests a relationship between the quantitative characteristics of the network, its information capacity, and the probabilities of data recognition and maintenance. A possible mechanism of association formation in neuron networks is described.,